Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6,300 | 2020-06-23 01:40:38 | 213,195,754,007,681 | fraud_Lynch Ltd | shopping_pos | 8.83 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 52f6ea895d3f7508f376bd67cbfe7e42 | 1,371,951,638 | 40.581206 | -92.113824 | 0 |
6,301 | 2020-06-23 01:41:00 | 630,469,040,731 | fraud_Reynolds-Schinner | misc_pos | 9.17 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 02afee36c325cb4d5836138102e28e8b | 1,371,951,660 | 44.87772 | -121.57442 | 0 |
6,302 | 2020-06-23 01:41:33 | 341,546,199,006,537 | fraud_Stamm-Rodriguez | misc_pos | 39.05 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 38c5603ba6c3ea566bcc20b4942374aa | 1,371,951,693 | 64.312083 | -165.112394 | 0 |
6,303 | 2020-06-23 01:41:43 | 6,592,861,994,408,652 | fraud_Huel, Hammes and Witting | grocery_pos | 74.26 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | 7d46e1f53afeacb103b8c447ea70c6e5 | 1,371,951,703 | 42.098687 | -77.656887 | 0 |
6,304 | 2020-06-23 01:42:07 | 374,656,033,243,756 | fraud_Murray Ltd | grocery_net | 47.49 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 7ef9f34cd012e418e155ba49dba646c3 | 1,371,951,727 | 38.950033 | -77.365956 | 0 |
6,305 | 2020-06-23 01:43:16 | 4,538,566,639,857 | fraud_Huels-Nolan | gas_transport | 65.04 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | 3c64b6cba15c4689ad0dcd51945dfc22 | 1,371,951,796 | 40.211608 | -73.462533 | 0 |
6,306 | 2020-06-23 01:43:31 | 3,525,590,521,269,779 | fraud_Lockman, West and Runte | grocery_pos | 70.68 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | 1e2f1c7eda8b69b0e621937ad70fbb9f | 1,371,951,811 | 36.750207 | -79.923479 | 0 |
6,307 | 2020-06-23 01:44:44 | 4,292,743,669,224,718,000 | fraud_Cummings LLC | gas_transport | 74.33 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 751c9813132f98a0219b5d21338f6242 | 1,371,951,884 | 37.749277 | -76.122542 | 0 |
6,308 | 2020-06-23 01:45:15 | 213,124,978,348,176 | fraud_Jast Ltd | shopping_net | 2.22 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | f5bbb7c21dd309793bbc78274b6ff507 | 1,371,951,915 | 42.424736 | -77.498916 | 0 |
6,309 | 2020-06-23 01:45:24 | 3,576,144,910,346,950 | fraud_McDermott-Rice | misc_pos | 2.42 | Thomas | Payne | M | 9455 Kathleen Brook Apt. 651 | Huslia | AK | 99,746 | 65.6899 | -156.292 | 277 | Engineer, civil (consulting) | 1965-11-06 | 0cd78bb71be5c6350069f16af5e85196 | 1,371,951,924 | 65.951727 | -156.878772 | 0 |
6,310 | 2020-06-23 01:46:19 | 60,487,002,085 | fraud_Skiles-Ankunding | grocery_net | 63.07 | David | White | M | 66234 Hall Lock Suite 758 | Jackson | MS | 39,211 | 32.3739 | -90.1293 | 233,060 | Horticulturist, commercial | 1972-08-15 | aa6a8a3b9413bccbd1dd0be84ac5d204 | 1,371,951,979 | 31.701889 | -90.279266 | 0 |
6,311 | 2020-06-23 01:46:27 | 4,476,840,372,112 | fraud_Bahringer-Larson | grocery_net | 45.37 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | d826e5577325a0e767611cbd18217515 | 1,371,951,987 | 33.738069 | -85.34767 | 0 |
6,312 | 2020-06-23 01:46:34 | 4,302,475,216,404,898 | fraud_Lind-Buckridge | entertainment | 186.52 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | d889b44342c02aca186e9827140da0ff | 1,371,951,994 | 43.133079 | -93.272288 | 0 |
6,313 | 2020-06-23 01:47:44 | 36,153,880,429,415 | fraud_Hudson-Ratke | grocery_pos | 59.25 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | d19c0c5c38b35de087e86f6831a2c274 | 1,371,952,064 | 27.619556 | -81.878819 | 0 |
6,314 | 2020-06-23 01:47:52 | 4,079,773,899,158 | fraud_Schamberger-O'Keefe | grocery_pos | 154.53 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | ab2547210b733954cd687ca9c5ff41c7 | 1,371,952,072 | 45.279318 | -116.503341 | 0 |
6,315 | 2020-06-23 01:47:58 | 60,487,002,085 | fraud_Connelly, Reichert and Fritsch | gas_transport | 50.52 | David | White | M | 66234 Hall Lock Suite 758 | Jackson | MS | 39,211 | 32.3739 | -90.1293 | 233,060 | Horticulturist, commercial | 1972-08-15 | 2d4fd074a360df22ab62af2c53fa8e00 | 1,371,952,078 | 31.69655 | -89.947053 | 0 |
6,316 | 2020-06-23 01:49:03 | 4,170,689,372,027,579 | fraud_Wuckert-Walter | grocery_net | 69.4 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 8372e114ae27b4d97a36eacb57a73fc6 | 1,371,952,143 | 36.601655 | -96.976806 | 0 |
6,317 | 2020-06-23 01:49:26 | 3,549,202,406,645,667 | fraud_Larson-Moen | entertainment | 7.59 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 8e8efba1077cac854d888dcc566fa24e | 1,371,952,166 | 43.260243 | -70.626845 | 0 |
6,318 | 2020-06-23 01:49:56 | 370,818,583,810,103 | fraud_Hackett-Lueilwitz | grocery_pos | 35.4 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | 20f75b8bc49edadd7905fc13acbcc8e2 | 1,371,952,196 | 40.1025 | -80.029402 | 0 |
6,319 | 2020-06-23 01:50:17 | 213,161,293,389,774 | fraud_Rempel Inc | shopping_net | 5.7 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | d69c7adae94f21a779627ff31daa7893 | 1,371,952,217 | 42.732991 | -78.011312 | 0 |
6,320 | 2020-06-23 01:50:25 | 347,073,228,412,010 | fraud_Kerluke-Abshire | shopping_net | 98.87 | Ryan | Johnson | M | 40178 Lisa Mission | Alva | WY | 82,711 | 44.6873 | -104.4414 | 110 | Administrator, local government | 1973-05-16 | 13b1d7343f1aaf5b5102f68a635bf8db | 1,371,952,225 | 45.363617 | -105.024816 | 0 |
6,321 | 2020-06-23 01:50:44 | 2,269,768,987,945,882 | fraud_Howe PLC | entertainment | 61.75 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | a7d3f9a1573cf04723e3748fffe82bfb | 1,371,952,244 | 42.095439 | -77.272031 | 0 |
6,322 | 2020-06-23 01:50:50 | 213,153,151,785,052 | fraud_Streich, Hansen and Veum | gas_transport | 48.85 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 6fd9f6af24444642bae16b867fef093e | 1,371,952,250 | 45.26872 | -90.602571 | 0 |
6,323 | 2020-06-23 01:51:05 | 4,220,495,028,289,516,500 | fraud_Torp-Labadie | gas_transport | 54.56 | Bethany | Andrade | F | 7898 Wanda Springs | Corona | CA | 92,882 | 33.8419 | -117.6043 | 233,717 | Wellsite geologist | 1966-05-22 | 78e8b47dbd36c745d0c74496da63a54a | 1,371,952,265 | 33.303954 | -117.282164 | 0 |
6,324 | 2020-06-23 01:51:21 | 4,657,269,323,674,365 | fraud_Kutch, Hermiston and Farrell | gas_transport | 64.47 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | 563a420b5d60e237056adf2a64a103b8 | 1,371,952,281 | 31.211621 | -85.467772 | 0 |
6,325 | 2020-06-23 01:52:48 | 348,379,466,427,142 | fraud_Cole PLC | grocery_pos | 147.54 | Michael | Rowe | M | 7428 Martinez Flats | Melbourne | FL | 32,935 | 28.1384 | -80.6524 | 139,650 | Database administrator | 1957-01-23 | c898eb6861c70fb44111be5a7b948d59 | 1,371,952,368 | 28.368139 | -81.517284 | 0 |
6,326 | 2020-06-23 01:55:39 | 30,026,790,933,302 | fraud_Volkman Ltd | misc_net | 112.32 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 586a0bf1af621ede012ad44cf872c125 | 1,371,952,539 | 32.150375 | -91.858827 | 0 |
6,327 | 2020-06-23 01:55:48 | 6,592,861,994,408,652 | fraud_Bernhard Inc | gas_transport | 63.09 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | 1418a56bf1b86dd0b991802fc9e40394 | 1,371,952,548 | 42.761629 | -77.866765 | 0 |
6,328 | 2020-06-23 01:56:32 | 3,526,826,139,003,047 | fraud_Kutch and Sons | grocery_pos | 143.52 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | 89b0de2cc2461e3db6caf6e1c2d00432 | 1,371,952,592 | 44.407584 | -85.396273 | 0 |
6,329 | 2020-06-23 01:57:00 | 180,049,032,966,888 | fraud_Labadie, Treutel and Bode | shopping_net | 102.05 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | 5fa86c9f6dea969b2ea93b04afe0a72b | 1,371,952,620 | 45.766405 | -89.910724 | 0 |
6,330 | 2020-06-23 01:58:35 | 342,351,256,941,125 | fraud_Dickinson Ltd | misc_pos | 1.62 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | 3c0a2da15335930646eb6f12e3c4e682 | 1,371,952,715 | 32.241229 | -83.824625 | 0 |
6,331 | 2020-06-23 01:58:51 | 30,343,344,410,970 | fraud_Schaefer, McGlynn and Bosco | gas_transport | 75.95 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | eda4b94b2e8eed158795c2a61799be8e | 1,371,952,731 | 42.006632 | -79.633897 | 0 |
6,332 | 2020-06-23 01:58:52 | 5,388,659,976,630,693 | fraud_Boyer PLC | shopping_net | 20.88 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 30e1af2b91d19555f334ad62de5a6aa8 | 1,371,952,732 | 43.439601 | -91.029707 | 0 |
6,333 | 2020-06-23 01:58:54 | 377,264,520,876,399 | fraud_Kihn-Schuster | food_dining | 33.8 | Kara | Miles | F | 2076 Thomas Roads Suite 970 | Cassatt | SC | 29,032 | 34.3424 | -80.5 | 4,424 | Lawyer | 1961-07-31 | 46dfe87514f4bbfa22cb3bb167d2d48e | 1,371,952,734 | 35.264608 | -81.143703 | 0 |
6,334 | 2020-06-23 01:59:07 | 3,529,597,810,116,815 | fraud_Emard Inc | gas_transport | 79.92 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | 6ca8a3b2c825dad7e45e059520e164a2 | 1,371,952,747 | 40.91559 | -78.180873 | 0 |
6,335 | 2020-06-23 01:59:52 | 5,359,543,825,610,251 | fraud_Collier Inc | grocery_net | 57.41 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | d30d0691c7a6262eb64347187fa1abd5 | 1,371,952,792 | 45.660052 | -111.961354 | 0 |
6,336 | 2020-06-23 02:00:04 | 676,298,633,337 | fraud_Huel Ltd | misc_net | 5.69 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | 0fd95cbeb60eec99ca47b30ff0b42948 | 1,371,952,804 | 38.80701 | -81.183214 | 0 |
6,337 | 2020-06-23 02:00:11 | 30,263,540,414,123 | fraud_Cormier LLC | shopping_net | 7.04 | Erik | Patterson | M | 162 Jessica Row Apt. 072 | Hatch | UT | 84,735 | 37.7175 | -112.4777 | 258 | Geoscientist | 1961-11-24 | 390c48f73999ced55c7ae9d15d9e4652 | 1,371,952,811 | 37.360738 | -112.71977 | 0 |
6,338 | 2020-06-23 02:00:12 | 3,549,202,406,645,667 | fraud_Morar Inc | grocery_net | 79.77 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 92843a891108530949721fb9b0bbec5f | 1,371,952,812 | 44.467132 | -70.394584 | 0 |
6,339 | 2020-06-23 02:00:46 | 371,034,293,500,716 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 18.02 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | 1e33098da23a9bd54b43857d134642d0 | 1,371,952,846 | 39.243541 | -121.14445 | 0 |
6,340 | 2020-06-23 02:00:52 | 4,826,655,832,045,236 | fraud_Sporer Inc | gas_transport | 39.92 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | ec088645b9d6697ba42669720ddb228d | 1,371,952,852 | 42.164627 | -70.640978 | 0 |
6,341 | 2020-06-23 02:01:04 | 2,256,234,701,263,057 | fraud_Corwin-Gorczany | misc_net | 344.27 | Christopher | Grimes | M | 39631 Dunn Radial | Grantham | NH | 3,753 | 43.5103 | -72.1334 | 2,971 | Charity fundraiser | 1948-04-11 | 2a7984148d315fde1709efb508c3b160 | 1,371,952,864 | 44.403308 | -71.366281 | 0 |
6,342 | 2020-06-23 02:01:23 | 377,993,105,397,617 | fraud_Tillman, Fritsch and Schmitt | misc_net | 9.33 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 99ded158b97f6779952135c99c0fd202 | 1,371,952,883 | 44.625971 | -88.374328 | 0 |
6,343 | 2020-06-23 02:02:21 | 2,305,336,922,781,618 | fraud_Terry, Johns and Bins | misc_pos | 9.31 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | 6907206bdfe9a0dab43528193d118e62 | 1,371,952,941 | 39.875027 | -93.636321 | 0 |
6,344 | 2020-06-23 02:02:25 | 3,597,980,945,245,815 | fraud_Spencer-Runolfsson | misc_pos | 183.03 | Mark | Allen | M | 25360 Mcgee Forge | De Queen | AR | 71,832 | 34.0442 | -94.3386 | 11,253 | Scientist, biomedical | 1957-04-25 | 7c98e0d479cd4d1cd868ddf31281a75f | 1,371,952,945 | 34.592264 | -94.421882 | 0 |
6,345 | 2020-06-23 02:02:44 | 6,011,388,901,471,808 | fraud_Rippin, Kub and Mann | misc_net | 4.21 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | bd2f24a94032170f92448d14003c00c8 | 1,371,952,964 | 40.190211 | -79.309068 | 0 |
6,346 | 2020-06-23 02:02:54 | 4,599,735,407,877,245,000 | fraud_Ledner-Pfannerstill | gas_transport | 54.87 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | a55ecd593a8435612ee0b837cc19c89e | 1,371,952,974 | 36.149448 | -89.081055 | 0 |
6,347 | 2020-06-23 02:02:55 | 4,446,368,897,795,790 | fraud_Boehm, Predovic and Reinger | misc_pos | 34.98 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 989b14321f588bec830367d97064b277 | 1,371,952,975 | 38.486434 | -75.211501 | 0 |
6,348 | 2020-06-23 02:03:15 | 571,844,099,986 | fraud_Dickinson Ltd | misc_pos | 19.67 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | 86f7ccb05d8fe898c0c86826fe649c87 | 1,371,952,995 | 37.35499 | -85.380027 | 0 |
6,349 | 2020-06-23 02:03:50 | 371,034,293,500,716 | fraud_Donnelly PLC | misc_net | 219.6 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | af42c655a699cd7efeea43a8bb991bf1 | 1,371,953,030 | 40.897526 | -121.079965 | 0 |
6,350 | 2020-06-23 02:03:53 | 3,565,423,334,076,143 | fraud_Fadel, Mertz and Rippin | entertainment | 4.03 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | d531b4a4d4d1676d34d624428dc1eb7c | 1,371,953,033 | 39.036601 | -87.694053 | 0 |
6,351 | 2020-06-23 02:03:58 | 376,944,481,517,097 | fraud_Strosin-Cruickshank | grocery_pos | 51.94 | Tiffany | Stephens | F | 1447 Ryan Lodge | Grand Bay | AL | 36,541 | 30.4983 | -88.3282 | 15,647 | Scientist, physiological | 1957-12-26 | ceae41a06f60b317a7ea306929b5c941 | 1,371,953,038 | 30.236031 | -87.650283 | 0 |
6,352 | 2020-06-23 02:04:16 | 4,822,367,783,500,458 | fraud_Kutch-Hegmann | grocery_net | 67.66 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | 2c6be0dc6299a0116df79d788b5913f6 | 1,371,953,056 | 27.95231 | -81.686096 | 0 |
6,353 | 2020-06-23 02:04:23 | 581,686,439,828 | fraud_Kiehn-Emmerich | grocery_pos | 95.21 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | a3ca4dbc5f161ed47a3f87fc700bac23 | 1,371,953,063 | 41.791446 | -80.900751 | 0 |
6,354 | 2020-06-23 02:04:30 | 6,592,243,974,328,236 | fraud_Paucek-Wiza | grocery_net | 112.67 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | 65727f75dc7c716336fd2a23730e6bcb | 1,371,953,070 | 32.703513 | -85.32669 | 0 |
6,355 | 2020-06-23 02:05:54 | 4,292,743,669,224,718,000 | fraud_Hamill-Daugherty | misc_net | 219.83 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | b7a449ec9842449cfabcc973348f4053 | 1,371,953,154 | 38.560749 | -76.872633 | 0 |
6,356 | 2020-06-23 02:06:06 | 4,681,601,008,538,160 | fraud_Dooley-Thompson | misc_net | 135.21 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | e8bd1065b1c193a0ee557b0ae63cfe0d | 1,371,953,166 | 40.120774 | -80.059045 | 0 |
6,357 | 2020-06-23 02:06:08 | 4,623,560,839,669 | fraud_Bernier, Volkman and Hoeger | misc_net | 4.33 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | e54a39924191cec6fcec86c66a9cb557 | 1,371,953,168 | 41.360189 | -94.360159 | 0 |
6,358 | 2020-06-23 02:06:43 | 4,119,762,878,330,989 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 427.23 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | 4c44bd1dc762c5f6b9cd378570a2115a | 1,371,953,203 | 41.519316 | -89.125142 | 0 |
6,359 | 2020-06-23 02:06:47 | 3,519,232,971,341,141 | fraud_Pouros-Conroy | shopping_pos | 6.22 | Michael | Jones | M | 754 Smith Isle | Amsterdam | OH | 43,903 | 40.4731 | -80.9596 | 2,208 | Mental health nurse | 1961-09-10 | aa3bd38b08f5b4232aeef05e385c9096 | 1,371,953,207 | 39.623836 | -80.320604 | 0 |
6,360 | 2020-06-23 02:06:56 | 30,248,898,834,493 | fraud_Douglas, Schneider and Turner | shopping_pos | 7.52 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | 73ef52d45c37c5b3269a06bf5202a996 | 1,371,953,216 | 31.666007 | -99.665691 | 0 |
6,361 | 2020-06-23 02:06:57 | 3,585,740,823,295,298 | fraud_Rutherford-Mertz | grocery_pos | 68.88 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 70cf982de12b0cf81509f756477b4b6a | 1,371,953,217 | 33.627792 | -99.267591 | 0 |
6,362 | 2020-06-23 02:07:18 | 180,049,032,966,888 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 99.84 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | f488734859777d017f790c64b77753c9 | 1,371,953,238 | 45.724326 | -89.967701 | 0 |
6,363 | 2020-06-23 02:07:32 | 4,208,110,975,550,360,000 | fraud_Cartwright-Harris | grocery_pos | 97.81 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | e33788c75ff4bd14b7deacfea4e0260d | 1,371,953,252 | 32.585454 | -82.439909 | 0 |
6,364 | 2020-06-23 02:07:48 | 4,973,530,368,125,489,000 | fraud_Padberg-Rogahn | entertainment | 4.94 | Mary | Rodriguez | F | 8986 Fitzgerald Plains | Winslow | AR | 72,959 | 35.8312 | -94.1187 | 2,786 | Musician | 1965-09-27 | f489a369677a8169a0fd08d605e97781 | 1,371,953,268 | 35.200093 | -93.353141 | 0 |
6,365 | 2020-06-23 02:08:03 | 30,235,438,713,303 | fraud_Brekke and Sons | gas_transport | 64.73 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 60ace3074d8b299d04dccaafbc94341e | 1,371,953,283 | 38.021606 | -82.343115 | 0 |
6,366 | 2020-06-23 02:09:36 | 4,482,427,013,979,020 | fraud_Erdman-Kertzmann | gas_transport | 39.18 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | 0997a6aa29f467c14691608192b08cb9 | 1,371,953,376 | 39.255064 | -82.500449 | 0 |
6,367 | 2020-06-23 02:10:49 | 213,195,754,007,681 | fraud_Hudson-Grady | shopping_pos | 2.92 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 010e2422ca3ed54b63fb1b0d9b9d8705 | 1,371,953,449 | 40.231069 | -92.960315 | 0 |
6,368 | 2020-06-23 02:13:03 | 30,143,535,920,989 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 82.64 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | e0fa473cf6df4a755aa1553eb8533cdd | 1,371,953,583 | 39.542673 | -74.78341 | 0 |
6,369 | 2020-06-23 02:13:14 | 377,654,590,313,960 | fraud_Bashirian Group | shopping_net | 81.47 | Lawrence | Davis | M | 7421 Serrano Lane Apt. 580 | Powell | TN | 37,849 | 36.0435 | -84.04 | 25,459 | Teacher, special educational needs | 1969-02-22 | 75b923ebe9d1c5f114852f5a13eed6e2 | 1,371,953,594 | 35.754396 | -84.144039 | 0 |
6,370 | 2020-06-23 02:13:15 | 38,859,492,057,661 | fraud_McGlynn-Heathcote | misc_net | 7.26 | Edward | Sanchez | M | 594 White Dale Suite 530 | Malad City | ID | 83,252 | 42.1808 | -112.262 | 4,154 | Nature conservation officer | 1962-01-19 | 6105b44c3716d7ab9f2fa1c240467edb | 1,371,953,595 | 42.517734 | -112.246885 | 0 |
6,371 | 2020-06-23 02:13:23 | 4,169,759,661,243,568 | fraud_Hintz-Bruen | grocery_net | 46.99 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | d763d4685350442b916dbfe2b3f1f30b | 1,371,953,603 | 40.231847 | -75.930507 | 0 |
6,372 | 2020-06-23 02:13:25 | 375,767,678,113,375 | fraud_Hills-Witting | shopping_net | 2.7 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | 35589d53273f62e7bcfed7929af486b6 | 1,371,953,605 | 38.421703 | -79.321736 | 0 |
6,373 | 2020-06-23 02:13:33 | 2,283,743,876,903,625 | fraud_Cummerata-Jones | gas_transport | 69.2 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 627fe56f897a04b7cf19a03b56074511 | 1,371,953,613 | 33.366788 | -85.090002 | 0 |
6,374 | 2020-06-23 02:13:41 | 370,348,764,075,623 | fraud_Brekke and Sons | gas_transport | 59.54 | Christopher | Gomez | M | 950 Dunn Squares | Tickfaw | LA | 70,466 | 30.5668 | -90.482 | 8,512 | Accountant, chartered public finance | 1951-09-03 | 2ebb1024251d0ef968a98243bbf4bf2f | 1,371,953,621 | 29.981447 | -90.424204 | 0 |
6,375 | 2020-06-23 02:13:44 | 4,220,345,354,880 | fraud_Haag-Blanda | food_dining | 65.06 | Patrick | Torres | M | 27386 Snyder Station | Oxford | MI | 48,371 | 42.8223 | -83.2829 | 24,840 | Agricultural consultant | 1960-01-20 | cc1212a3d18576ab9020dc88364402d0 | 1,371,953,624 | 42.248247 | -83.336763 | 0 |
6,376 | 2020-06-23 02:14:11 | 4,451,952,084,362,894 | fraud_Cassin-Harvey | grocery_net | 47.75 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 31e11b3d2d74025ab7fccb00055ef824 | 1,371,953,651 | 34.18738 | -101.407922 | 0 |
6,377 | 2020-06-23 02:14:45 | 377,026,671,291,680 | fraud_Miller-Hauck | grocery_pos | 84.97 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 8a4d98a9e23236075b837cfaa71101cf | 1,371,953,685 | 37.384475 | -90.071186 | 0 |
6,378 | 2020-06-23 02:15:20 | 341,283,058,448,499 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 5.38 | Mario | Johns | M | 62130 Miller Square Suite 785 | Brinson | GA | 39,825 | 30.9788 | -84.7373 | 1,461 | Engineer, broadcasting (operations) | 1935-09-08 | 0af823b160a2a5678d10648badc74542 | 1,371,953,720 | 31.749027 | -85.061939 | 0 |
6,379 | 2020-06-23 02:15:44 | 3,558,652,751,678,952 | fraud_Kilback and Sons | entertainment | 25.06 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | d342d8ae6346f485d2fbe623978b5780 | 1,371,953,744 | 32.088353 | -94.93658 | 0 |
6,380 | 2020-06-23 02:16:22 | 213,180,742,685,905 | fraud_Boyer PLC | shopping_net | 8.41 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | d5879610328d24c1fb67ed002011876b | 1,371,953,782 | 39.887289 | -124.560362 | 0 |
6,381 | 2020-06-23 02:16:39 | 4,379,260,813,815,979,500 | fraud_Heller, Gutmann and Zieme | grocery_pos | 66.25 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | 9a337e5a9e7424f87942b5619ec82cd9 | 1,371,953,799 | 38.077072 | -122.379297 | 0 |
6,382 | 2020-06-23 02:17:02 | 676,248,282,243 | fraud_Schmeler Inc | misc_pos | 131.3 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | 9637bcb650edc6e658f81e67ef3b5083 | 1,371,953,822 | 26.760372 | -82.275345 | 0 |
6,383 | 2020-06-23 02:17:14 | 30,541,100,351,706 | fraud_Ledner-Pfannerstill | gas_transport | 88.74 | Derrick | George | M | 575 Chapman Union | Spring | TX | 77,379 | 30.0377 | -95.5326 | 316,665 | Education officer, museum | 1990-09-12 | b80e979a4aab0a77dc35b810a58c3360 | 1,371,953,834 | 29.854778 | -95.521683 | 0 |
6,384 | 2020-06-23 02:17:21 | 3,577,794,103,155,425 | fraud_Kiehn Inc | grocery_pos | 83.73 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | f6274292dc4ad92316cf5e53b99f1f6b | 1,371,953,841 | 47.247516 | -97.45717 | 0 |
6,385 | 2020-06-23 02:17:28 | 4,265,776,278,887,457 | fraud_Erdman-Kertzmann | gas_transport | 68.37 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 215e3a1f8cfddd7efd6fb384c1b2beeb | 1,371,953,848 | 34.632251 | -92.922035 | 0 |
6,386 | 2020-06-23 02:17:48 | 630,451,534,402 | fraud_Huels-Nolan | gas_transport | 64.18 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | eb5a236e75a27a8d6775f00232bae526 | 1,371,953,868 | 45.419613 | -86.836738 | 0 |
6,387 | 2020-06-23 02:18:23 | 4,512,828,414,983,802,000 | fraud_Kerluke PLC | misc_net | 3.35 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 838be402808e4329500d65b3e3312b9d | 1,371,953,903 | 40.333758 | -79.971786 | 0 |
6,388 | 2020-06-23 02:18:46 | 6,511,349,151,405,438 | fraud_Wolf Inc | grocery_pos | 156.58 | Robert | Nguyen | M | 74835 Garner Point | Ruth | NV | 89,319 | 39.3426 | -114.8859 | 450 | Interpreter | 1946-08-24 | 664531cf9fb32276a9d8a26f68a4f45b | 1,371,953,926 | 38.404046 | -115.130651 | 0 |
6,389 | 2020-06-23 02:18:54 | 2,713,913,904,780,408 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 3.99 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 5223d6beb418daa68fae1696dad59cb9 | 1,371,953,934 | 32.812245 | -91.150995 | 0 |
6,390 | 2020-06-23 02:19:50 | 676,281,772,837 | fraud_Larson-Moen | entertainment | 38.61 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | ad3d818ae64930d8f9faf5fb649531d4 | 1,371,953,990 | 30.770932 | -85.126725 | 0 |
6,391 | 2020-06-23 02:20:04 | 4,634,955,908,138,648 | fraud_Rippin, Kub and Mann | misc_net | 4.44 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | c23177455ad0a067df71ad99a363e8a1 | 1,371,954,004 | 41.826103 | -97.13473 | 0 |
6,392 | 2020-06-23 02:21:03 | 4,958,589,671,582,727,000 | fraud_Jast Ltd | shopping_net | 1.83 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | 81016c92ef977cadada83732e49c316a | 1,371,954,063 | 39.413584 | -77.738028 | 0 |
6,393 | 2020-06-23 02:22:24 | 4,066,595,222,529 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 6.85 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | ff05b6f6b6216b4032379c4b4feb9c48 | 1,371,954,144 | 38.048925 | -83.636494 | 0 |
6,394 | 2020-06-23 02:23:23 | 3,576,431,665,303,017 | fraud_Flatley-Durgan | misc_net | 10.38 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 9a8bbc5f53bb22cc59967282a94fb22d | 1,371,954,203 | 34.514854 | -111.249046 | 0 |
6,395 | 2020-06-23 02:23:41 | 30,235,438,713,303 | fraud_Casper, Hand and Zulauf | grocery_pos | 63.52 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 5597eb8fd2c878d069bc651cfc5fee11 | 1,371,954,221 | 39.275063 | -81.434169 | 0 |
6,396 | 2020-06-23 02:25:45 | 4,089,096,483,689,733,600 | fraud_Kohler, Lindgren and Koelpin | grocery_net | 78.58 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 12f2bf4fdff224905afa16b7874535c3 | 1,371,954,345 | 32.773543 | -95.629121 | 0 |
6,397 | 2020-06-23 02:25:46 | 3,540,210,836,308,425 | fraud_Kilback LLC | grocery_pos | 94.66 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 29455ebcbcb70fad1d5536550826a39b | 1,371,954,346 | 34.451916 | -101.805239 | 0 |
6,398 | 2020-06-23 02:26:12 | 3,502,377,050,801,561 | fraud_Deckow-O'Conner | grocery_pos | 89.34 | Kathleen | Martin | F | 659 Nicole Cove Suite 560 | New Waverly | TX | 77,358 | 30.5354 | -95.4532 | 4,993 | Scientist, biomedical | 1948-11-30 | 3028c1a8208e72e13da5cc65344090ec | 1,371,954,372 | 30.600844 | -94.89852 | 0 |
6,399 | 2020-06-23 02:26:35 | 180,046,165,512,893 | fraud_Reilly, Heaney and Cole | gas_transport | 71.99 | Erica | Walker | F | 084 Holmes Avenue Suite 206 | Stayton | OR | 97,383 | 44.8021 | -122.7624 | 9,587 | Engineer, biomedical | 1968-03-24 | 3c4675c47913c1349bf6e5735eeeb6a1 | 1,371,954,395 | 45.758426 | -122.672321 | 0 |
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